Expanding inovirus diversity: the rise of the small and inconspicuous

Mart Krupovic asked me a simple question back in 2012: “Do you ever find inovirus sequences in your metagenomes ?”. Well, it’s now 7 years later, and we can now report that yes, in fact, we can see a surprisingly large diversity of inoviruses across a broad range of genomes and metagenomes.
Published in Microbiology
Expanding inovirus diversity: the rise of the small and inconspicuous
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## Read the full paper at: https://rdcu.be/bLije  ##

One may first ask: why even look for inoviruses ? The short answer is that inoviruses are bacteriophages with two fascinating properties: (i) their short (~5-15kb) single-stranded DNA genome is enclosed in an unusual filamentous particle, and (ii) they replicate through a unique “chronic” cycle by which they can produce new infectious virions without killing their host cell (1). Until now, inoviruses have mainly been studied for their biotechnological potential e.g. in phage display (2) or for their impact on the infectivity and toxicity of major human pathogens including Vibrio Cholerae, Neisseria meningitidis, and Pseudomonas Aeruginosa (3).

Example of an inovirus viral particle (A) compared with typical dsDNA bacteriophages (B, C, & D) observed with Transmission Electron Microscopy (TEM).
Example of an inovirus viral particle (A) compared with typical dsDNA bacteriophages (B, C, & D) observed with Transmission Electron Microscopy (TEM).The picture from panel A was originally published in Murugaiyan et al., 2011 and shows a single virus particle from Ralstonia phage PE226 (species Ralstonia virus PE226, family Inoviridae). Particles of phage PE226 are typically 1,050 ± 200nm in length and 6-9nm in width. Panels B, C, and D show typical bacteriophages with icosahedral capsids, observed from seawater samples, originally published in Brum et al., 2013. Panels B and C show typical “head-tail” viruses, for which the head is attached to a tail of variable length, while panel D shows a “non-tailed” particle. Head diameter typically ranges from ~ 30 to 100nm, although some “jumbophages” have been observe with head diameter > 150nm. Contrast and brightness were adjusted in panel A to facilitate comparison with panels B, C, and D.

Back in 2012, the answer to Mart’s question was “No, we don’t really see any inoviruses”. Fast-forward to 2017 and we still have only 56 inovirus in the genome databases, and virtually none detected in metagenomes. At this point, we decided to start over and design a new tool to specifically detect these inoviruses, leveraging a combination of custom marker genes and machine learning approaches (4). Once we were confident we could robustly identify inoviruses, we mined a large set of > 50,000 genomes and > 5,000 metagenomes and, finally, here they were: 10,995 inovirus sequences, representing an estimated 5,964 species.

Inovirus host diversity.
Phylum-wide distribution of inovirus detections across microbial genomes. Clades for which ≥ 1 inovirus has been isolated and sequenced are colored in blue, and clades that have not been previously associated with inovirus sequences are colored in yellow. The name of the two archaeal clades associated with putative inovirus sequences is highlighted in red. The center histogram shows the total number of inovirus for each clade, on a log10 scale.


Some of these detections fell in the “hard-to-believe” or “something-must-be-wrong” category: four inoviruses had been presumably identified in archaeal genomes. This was surprising because inoviruses are known to infect bacteria, and historically viruses infecting bacteria and archaea have been thought to be entirely distinct, although this strict evolutionary border is progressively getting blurred as we explore more of the virosphere (5). Still, to convince ourselves that these were real, we worked with Rebecca Daly from the Wrighton Lab at CSU, who grew these archaea hosts in the lab and performed induction experiments, i.e. she attempted to get the virus to replicate and form new particles. Using PCR, we could confirm the presence in the sample of a circular, excised form of the complete predicted inovirus genome. Now, the next step will be to find conditions leading to a high replication rate for this virus so that we can (hopefully) observe newly-formed filamentous viral particles using TEM, and further understand the biology of these first archaea-infecting inoviruses.

Example of superinfection exclusion.
Example of superinfection exclusion observed when expressing an inovirus genes in P. aeruginosa. The left panel shows the formation of plaques (dark circles) indicating successful infection, while the right panel shows a total absence of plaques upon expression of a single inovirus-encoded gene coding for an hypothetical protein.


Another puzzling observation was the extensive diversity of genes encoded by inoviruses, which rivaled the one found across phage groups with much larger genomes. One of our initial hypothesis was that some of these inovirus “hypothetical proteins” were here to shut down the CRISPR-Cas system of their host. We selected the best candidates for this function, partnered with the JGI Synthetic Biology team to get the genes synthesized, and sent these constructs to Adair Borges in the Bondy-Denomy Lab at UCSF to test their function. However, instead of CRISPR-interacting proteins, what Adair discovered was evidence of superinfection exclusion: some inovirus-encoded proteins provide additional defense to their host cell by preventing other (larger) viruses to infect the same cell. This suggests inoviruses could increase their host’s fitness by providing additional defense against (unrelated) phages, and reinforce the need for further investigation of virus-virus interactions (6).

So coming back to Mart’s initial question, what did we learn when trying to look for inoviruses ? First, inoviruses are much more diverse and likely more important than previously thought, in many hosts and across virtually every biome. Second, the fact that we could identify so many virus sequences that had gone (somewhat) unnoticed is a stark reminder of how incredibly diverse the viral world is, and that we have not yet reached the end of our “virosphere exploration” journey (by a long shot). And finally, this project also exemplifies the amazing opportunities now available when leveraging interdisciplinary teams, especially when establishing a “feedback loop” between “dry” data analysis and “wet” laboratory bench experiments, each guiding the other as hypotheses are refined and patterns emerge.


For more information, see: Roux et al., Cryptic inoviruses revealed as pervasive in bacteria and archaea across Earth’s biomes, Nature Microbiology, doi: https://doi.org/10.1038/s41564-019-0510-x / https://jgi.doe.gov/learning-to-look-inoviruses/. Data generated in this project are available at https://genome.jgi.doe.gov/portal/Inovirus/Inovirus.home.html.

(1) Mai-Prochnow, A. et al. ‘Big things in small packages: The genetics of filamentous phage and effects on fitness of their host’. FEMS Microbiol. Rev. 39, 465–487 (2015). doi: 10.1093/femsre/fuu007

(2) Recently recognized by a Chemistry Nobel Prize to George Smith and Gregory Winter: see the greatvisual summary by C&EN here

(3) Sweere, J. M. et al. Bacteriophage trigger anti-viral immunity and prevent clearance of bacterial infection. Science. 363, eaat9691 (2019). doi: 10.1126/science.aat9691

(4) Machine learning spots treasure trove of elusive viruses, Amy Maxmen, Nature News. (2018) https://www.nature.com/articles/d41586-018-03358-3. doi: 10.1038/d41586-018-03358-3

(5) Prangishvili, D., Bamford, D. H., Forterre, P. & Iranzo, J. The enigmatic archaeal virosphere. Nat. Rev. Microbiol. 15, 724–739 (2017). doi: 10.1038/nrmicro.2017.125

(6) Díaz-Muñoz, S. L., Sanjuán, R. & West, S. Sociovirology: Conflict, Cooperation, and Communication among Viruses. Cell Host Microbe 22, 437–441 (2017). doi: 10.1016/j.chom.2017.09.012

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